Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models
Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He
Abstract
Conventional knowledge graph embedding (KGE) often suffers from limited knowledge representation, leading to performance degradation especially on the low-resource problem.
Topics & Concepts
Computer scienceEmbeddingRepresentation (politics)Resource (disambiguation)Artificial intelligenceNatural language processingKnowledge representation and reasoningPoliticsPolitical scienceComputer networkLawTopic ModelingNatural Language Processing TechniquesAdvanced Graph Neural Networks